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typo in training log documentation (#2452)
Corrected a typo in the training log documentation where "seemded" was changed to "seemed". This enhances the readability and professionalism of the document. Signed-off-by: CharlesCNorton <135471798+CharlesCNorton@users.noreply.github.com>
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@ -247,7 +247,7 @@ We trained multiple [GPT-J models](https://huggingface.co/EleutherAI/gpt-j-6b) w
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We release the checkpoint after epoch 1.
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Using Atlas, we extracted the embeddings of each point in the dataset and calculated the loss per sequence. We then uploaded [this to Atlas](https://atlas.nomic.ai/map/gpt4all-j-post-epoch-1-embeddings) and noticed that the higher loss items seem to cluster. On further inspection, the highest density clusters seemded to be of prompt/response pairs that asked for creative-like generations such as `Generate a story about ...` ![](figs/clustering_overfit.png)
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Using Atlas, we extracted the embeddings of each point in the dataset and calculated the loss per sequence. We then uploaded [this to Atlas](https://atlas.nomic.ai/map/gpt4all-j-post-epoch-1-embeddings) and noticed that the higher loss items seem to cluster. On further inspection, the highest density clusters seemed to be of prompt/response pairs that asked for creative-like generations such as `Generate a story about ...` ![](figs/clustering_overfit.png)
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